Hoai Nam Vu, Bao Q. Bui, Khanh G. Nguyen, Dat A. Tran, Vol. 19, No. 10, October 31, 2025
10.3837/tiis.2025.10.001

• Deep Learning
• Image recognition
• Image restoration
• gun recognition
• multi-frame synthesis
• surveillance enhancement

Abdul Jabbar, Xi Li, M. Munawwar Iqbal, Arif Jamal Malik, Vol. 15, No. 7, July 31, 2021
10.3837/tiis.2021.07.014

• Generative Adversarial Network (GAN)
• Image restoration
• Image Reconstruction
• occlusions mask removal

Bin Gao, Peng Lan, Xiaoming Chen, Li Zhang, Fenggang Sun, Vol. 10, No. 6, June 29, 2016
10.3837/tiis.2016.06.016

• Compressive sensing
• sparse representation
• split Bregman method
• accelerated split Bregman method
• Image restoration

Dong Nan, Du-Yan Bi, Lin-Yuan He, Shi-Ping Ma, Zun-Lin Fan, Vol. 10, No. 3, March 30, 2016
10.3837/tiis.2016.03.013

• Image dehazing
• Image restoration
• variational framework
• multi-resolution pyramid reduction
• human visual system

Han Pan, Zhongliang Jing, Minzhe Li, Peng Dong, Vol. 9, No. 11, November 29, 2015
10.3837/tiis.2015.11.020

• Image restoration
• optimization method
• total variation minimization